# Copyright 2023 Iguazio
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
#   http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.

import pandas as pd

import mlrun


def train(context, i):
    df = pd.DataFrame({f"col{i}": [i] * 10})
    context.log_dataset(
        key="df",
        df=df,
        tag=f"v{i}",
        artifact_path=mlrun.mlconf.artifact_path + f"/{i}/",
    )
